TUP.P11.10

SPATIO-TEMPORAL CHANGE DETECTION MODEL FOR DEFORESTATION ANALYSIS USING ADVANCED DEEP LEARNING APPROACHES

Nilkamal More, K.J.Somaiya College of Engineering, India; V.B. Nikam, Veermata Jijabai Technological Institute, India; Biplab Banerjee, IIT Bombay, India; TP Singh, SYMBIOSIS Institute Of Geoinformatics, India; Abhay Bambole, Veermata Jijabai Technological Institute, India
Session:
TUP.P11: Change Detection Applications II Poster
Track:
Data Analysis
Location:
Poster Area 11
Presentation Time:
Tue, 18 Jul, 14:15 - 15:45 Pacific Time (UTC -8)
Session Chair:
Fabio Pacifici, Maxar Technologies
Session Managers:
Ge Jiang and Lanying Wang and Ayoti Banerjee and Shubham Awasthi
Presentation
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Session TUP.P11
TUP.P11.1: ECOLOGICAL HEALTH MONITORING OF THE DESERT RESERVE AREA USING THE GEE PLATFORM WITH NEO-LIGHT-WATER-SOIL EFFICIENCY INDICES
MAHIMA KANWAR RATHORE, Alok Raj, Laxmi Kant Sharma, Central University of Rajasthan, India
TUP.P11.2: SPATIOTEMPORAL PATTERN OF MANGROVE FORESTS IN BULACAN, PHILIPPINES USING SATELLITE DATA FUSION METHODS AND MACHINE LEARNING
Mark Angelo Purio, Aaron Anthony Aperocho, Stephen Raphael Chan, Juan Miguel Mangali, Richmond James Orpeza, Adamson University, Philippines
TUP.P11.3: MULTI-CONTEXTUAL LEARNING : ANALYZING MELT OVER THE GREENLAND ICE SHEET
Chhaya Kulkarni, Vandana P. Janeja, University of Maryland Baltimore County, United States; Nicole-Jeanne Schlegel, California Institute of Technology, United States
TUP.P11.4: Model bias adjustment based on biome classification
Cody Champion, Marc Bosch Ruiz, Accenture Federal Services, United States
TUP.P11.5: USING MULTI-TEMPORAL OPTICAL REMOTE SENSING IMAGES FOR MONITORING POST-FAILURE EVOLUTION OF THE ANIANGZHAI LANDSLIDE IN DANBA COUNTY, CHINA
Jianming Kuang, Linlin Ge, University of New South Wales, Australia; Qi Zhang, Technical University of Munich, Germany; Chang Liu, University of New South Wales, Australia
TUP.P11.6: HIGH PRECISION MAPPING OF BUILDING CHANGES USING SENTINEL-2
Jonathan Prexl, University of the Bundeswehr Munich, Germany; Sudipan Saha, Indian Institute of Technology Delhi, India; Michael Schmitt, University of the Bundeswehr Munich, Germany
TUP.P11.7: DEEP LEARNING FOR LAND COVER MAPPING USING SENTINEL-2 IMAGERY: A CASE STUDY AT GREATER CAIRO, EGYPT
Muhammad Salem, Naoki Tsurusaki, Kyushu University, Egypt
TUP.P11.8: WINDTHROWS DETECTION WITH SATELLITE REMOTE SENSING DATA: A COMPARISON AMONG SENTINEL-2, PLANET, AND COSMO SKY-MED DATA
Michele Dalponte, Fondazione Edmund Mach, Italy; Yady Tatiana Solano-Correa, Universidad Tecnológica de Bolívar, Colombia; Daniele Marinelli, Damiano Gianelle, Fondazione Edmund Mach, Italy
TUP.P11.9: IN-SITU DATA ANALYSIS FOR DETERMINING AIR QUALITY INFLUENTIAL LOCATIONS. A CASE STUDY ON LOMBARDY, ITALY
Alexandru Munteanu, Victor Bogdan, Cosmin Bonchiș, West University of Timișoara, Romania
TUP.P11.10: SPATIO-TEMPORAL CHANGE DETECTION MODEL FOR DEFORESTATION ANALYSIS USING ADVANCED DEEP LEARNING APPROACHES
Nilkamal More, K.J.Somaiya College of Engineering, India; V.B. Nikam, Veermata Jijabai Technological Institute, India; Biplab Banerjee, IIT Bombay, India; TP Singh, SYMBIOSIS Institute Of Geoinformatics, India; Abhay Bambole, Veermata Jijabai Technological Institute, India
TUP.P11.11: U-SHAPE SPECTRAL-TRANSFORMER FOR ROBUST FUSION BASED HYPERSPECTRAL SUPER-RESOLUTION
Guochao Chen, Boxiong Wu, Haijiao Xing, School of Computer Science, Northwestern Polytechnical University, Xi’an 710129, China, China; Bowen Fu, School of Software, Northwestern Polytechnical University, Xi’an 710129, China, China; Wei Wei, Lei Zhang, School of Computer Science, Northwestern Polytechnical University, Xi’an 710129, China, China
Resources
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